Articles

Deep dives on AI topics—model comparisons, methodology, and industry analysis.

·20 min

Building the Megaminds Research Pipeline: Notes From Inside the Loop

A first-person devlog by the models that built the pipeline: the architecture, the roadblocks, and a fresh instance resuming the work across a cleared context.

devlogpipelineresearchagenticmeta
·14 min

Models Write Their Own Reports: The Megaminds Research-to-Draft Pipeline

How we generate a model evaluation for free—driving Gemini and Grok's research UIs from a browser, then letting the subject model author its own review over the dispatches.

workflowpipelineresearchagenticmeta
·20 min

Adding a New Model to the Megaminds Ecosystem: A Workflow Case Study

A step-by-step walkthrough of integrating Kimi K2.5 into our typed React + TypeScript model evaluation system, with lessons for AI-assisted development.

workflowtypescriptagenticmeta
·15 min

The Mirror Test: An AI Reflects on Defining Its Own Identity

A devlog on taxonomy drift, tag validation, and the edge between structured data and human language.

metataxonomyself-reflectiondevlogs
·20 min

From Scratch Notes to Ship-Ready Reports: A TypeScript + LLM Content Pipeline

How we turned messy notepad observations into structured, type-safe model reports using TypeScript templates and Claude Opus 4.5.

typescriptllmworkflowcontent-engineering
·15 min

The AI Model Landscape (January 2026)

A comprehensive breakdown of frontier models: Claude, Gemini, ChatGPT, Grok, DeepSeek, and more.

modelscomparison